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machine-learning

Content for Udacity's Machine Learning curriculum

mariokart

A simple Mario Kart python package

nadimkawwa.github.io

nsynth

Instrument classification on the NSynth dataset using supervised learning and CNNs

opencv

Open Source Computer Vision Library

poeticneuralnetworks

RNNs with Pytorch to generate Arabic Poetry

predictbusinesssuccess

Predicting business success and how to optimize for it using machine learning

prosperloan

Create an explanatory data visualization from data taken from prosper.com

pytorch_challenge

Facebook PyTorch scholarship challenge: Build a flower image classifier

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

repository-tree

🌲Pretty display directory tree view of a GitHub repository.

rl-quadcopter-2

Teach a Quadcopter How to Fly!

rnn_sentiment_analysis

Sentiment analysis RNN with AWS SageMaker

rosiemcroseface

Multiclass classification on PyTroch with command line application

sagemaker_ml

A high level approach to creating and deploying models on AWS SageMaker

scikit-learn

scikit-learn: machine learning in Python

seinfeld_rnn

Generate Seinfeld scripts using recurrent neural networks

starbucks

Predict customer behavior and implement a recommendation engine

statistics

Statistic datasets and experiments

strooptest

Test a recurring phenomenon such as the Stroop test

styletransfer

use PyTorch to implement style transfer

tinder

Official June 2018 Documentation for Tinder's API

tutorial_flask

udacity-nd009t-c2-developing-ml-workflow

udacitybicycle

Bike share data for data analysis project by udacity.com

weratedogs

Use twitter API to import tweets by @weratedogs, clean the data, and draw insights

wholesaledistributor

Identifty customer segment from wholesale distributor dataset using unsupervised learning clustering methods.

womenecommerce

Explore a women's eCommerce dataset from Kaggle, apply natural language processing tools to detect sentiment and predict product rating

wsb_analysis

Analyze and correlate subreddit to stock timer